{"id":"W2618523378","doi":"10.1016/j.mehy.2017.05.029","title":"Iron chelation as novel treatment for lung inflammation in cystic fibrosis","year":2017,"lang":"en","type":"article","venue":"Medical Hypotheses","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cystic fibrosis; Inflammation; Lung; Cystic fibrosis transmembrane conductance regulator; Fibrosis; Immunology; Reactive oxygen species; Immune system; Medicine; Chelation; Pathology; Biology; Chemistry; Internal medicine; Cell biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003890083,0.0001430046,0.0002927294,0.0001195895,0.0001775558,0.00006078509,0.0001640493,0.0001299572,0.000414998],"category_scores_gemma":[0.01484636,0.0001071661,0.0000814714,0.00005574901,0.0001868766,0.0002041285,0.00004568796,0.0001159465,0.00004172752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979399,"about_ca_system_score_gemma":0.0002460144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002924737,"about_ca_topic_score_gemma":0.0002019372,"domain_scores_codex":[0.9984368,0.0000263197,0.000296904,0.0002669281,0.000656836,0.0003162304],"domain_scores_gemma":[0.9982744,0.0008927711,0.0001128628,0.0004013342,0.0000684759,0.0002501842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004361381,0.001230568,0.08639374,0.001411245,0.000137406,0.0001310818,0.0009222432,0.0001111515,0.09907516,0.002862389,0.0007146465,0.802649],"study_design_scores_gemma":[0.02534678,0.004560089,0.7206918,0.003704054,0.0002588815,0.0001353697,0.0002916845,0.09531268,0.07643409,0.004133288,0.06846465,0.00066662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810498,0.0004674021,0.00728811,0.006427677,0.0001704392,0.001507078,0.00003013418,0.00005943089,0.002999916],"genre_scores_gemma":[0.9905645,0.0001280744,0.00720298,0.0000583118,0.0003885356,0.0004651858,0.00004705419,0.00002395884,0.001121396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8019824,"threshold_uncertainty_score":0.993452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384293728361905,"score_gpt":0.3695683833546573,"score_spread":0.3257254460710383,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}